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Also, under most measures of unemployment, people who aren't looking for work don't count as unemployed, and with the sexism of our society I bet the average researcher would be a bit more willing to just assume a woman wasn't looking for work and that women on average have more opportunities to be stay at home partners. I'm not saying that's the case everywhere, I'm sure there are tons of individual exceptions to it, but I think on the macro level women are probably slightly more prone to dropping out of the labor market in 2025 than men are, at least enough to account for some of this difference.
I think it's more that men tend to pick the highest paying career. And those high paid positions don't keep appearing. Eventually the pace of people getting into the field minus the people retiring is going to surpass the total amount of jobs.
I've always wanted a government jobs report that tries to predict future needs in each industry to guide these teenagers who are expected to pick and commit to a career.
Without any guidance, guys pick the same handful of careers that earn the most, and by the time they graduate there's just literally no open jobs in that field they choose almost half a decade ago.
Women are less likely to value money first, so they're going into fields that remain relatively steady, and that keeps everyone spread out relatively equally.
Like sure, there's guidance counselors, but most of them suck. Especially for public schools.